Sunhao Dai

27 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0002-7549-0860 ↗Homepage ↗

Venues

SIGIR ×7 SIGKDD ×5 ACL ×4 CIKM ×2 EMNLP ×2 ICLR ×2 AAAI ×1 ICDE ×1 NeurIPS ×1 WSDM ×1 WWW ×1

Frequent coauthors

Jun Xu

×25

Xiao Zhang

×10

Liang Pang

×10

Ji-Rong Wen

×8

Zhenhua Dong

×8

Changle Qu

×7

Yuqi Zhou

×7

Gang Wang

×5

Hengyi Cai

×4

Shuaiqiang Wang

×4

Dawei Yin

×4

Lantao Hu

×2

Papers

KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation
SIGIR 2026 ·
Changle Qu
, Sunhao Dai,
Ke Guo
,
Xiao Zhang
,
Liqin Zhao
,
Shijun Wang
,
Yanan Niu
,
Lantao Hu
,
Han Li
,
Jun Xu
Learning to Retrieve from Agent Trajectories
SIGIR 2026 ·
Yuqi Zhou
, Sunhao Dai,
Changle Qu
,
Liang Pang
,
Jun Xu
,
Ji-Rong Wen
MatchTIR: Fine-Grained Supervision for Tool-Integrated Reasoning via Bipartite Matching
ACL 2026 ·
Changle Qu
, Sunhao Dai,
Hengyi Cai
,
Jun Xu
,
Shuaiqiang Wang
,
Dawei Yin
AdaO2B: Adaptive Online to Batch Conversion for Out-of-Distribution Generalization
AAAI 2025 ·
Xiao Zhang
, Sunhao Dai,
Jun Xu
,
Yong Liu
,
Zhenhua Dong
CitaLaw: Enhancing LLM with Citations in Legal Domain
ACL 2025 ·
Kepu Zhang
,
Weijie Yu
, Sunhao Dai,
Jun Xu
Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
SIGIR 2025 ·
Yuqi Zhou
, Sunhao Dai,
Liang Pang
,
Gang Wang
,
Zhenhua Dong
,
Jun Xu
,
Ji-Rong Wen
Few-shot LLM Synthetic Data with Distribution Matching
WWW 2025 ·
Jiyuan Ren
,
Zhaocheng Du
,
Zhihao Wen
,
Qinglin Jia
, Sunhao Dai,
Chuhan Wu
,
Zhenhua Dong
From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
ICLR 2025 ·
Changle Qu
, Sunhao Dai,
Xiaochi Wei
,
Hengyi Cai
,
Shuaiqiang Wang
,
Dawei Yin
,
Jun Xu
,
Ji-Rong Wen
GUI-G1: Understanding R1-Zero-Like Training for Visual Grounding in GUI Agents
NeurIPS 2025 ·
Yuqi Zhou
, Sunhao Dai,
Shuai Wang
,
Kaiwen Zhou
,
Qinglin Jia
,
Jun Xu
Length-Induced Embedding Collapse in PLM-based Models
ACL 2025 ·
Yuqi Zhou
, Sunhao Dai,
Zhanshuo Cao
,
Xiao Zhang
,
Jun Xu
Media Source Matters More Than Content: Unveiling Political Bias in LLM-Generated Citations
EMNLP 2025 · Sunhao Dai,
Zhanshuo Cao
,
Wenjie Wang
,
Liang Pang
,
Jun Xu
,
See-Kiong Ng
,
Tat-Seng Chua
Mitigating Source Bias with LLM Alignment
SIGIR 2025 · Sunhao Dai,
Yuqi Zhou
,
Liang Pang
,
Zhuoyang Li
,
Zhaocheng Du
,
Gang Wang
,
Jun Xu
NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
SIGIR 2025 · Sunhao Dai,
Wenjie Wang
,
Liang Pang
,
Jun Xu
,
See-Kiong Ng
,
Ji-Rong Wen
,
Tat-Seng Chua
Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
ICLR 2025 ·
Haoyu Wang
, Sunhao Dai,
Haiyuan Zhao
,
Liang Pang
,
Xiao Zhang
,
Gang Wang
,
Zhenhua Dong
,
Jun Xu
,
Ji-Rong Wen
Revisiting Clustering of Neural Bandits: Selective Reinitialization for Mitigating Loss of Plasticity
SIGKDD 2025 ·
Zhiyuan Su
, Sunhao Dai,
Xiao Zhang
Unifying Bias and Unfairness in Information Retrieval: New Challenges in the LLM Era
WSDM 2025 · Sunhao Dai,
Chen Xu
,
Shicheng Xu
,
Liang Pang
,
Zhenhua Dong
,
Jun Xu
Uplift-RAG: Uplift-Driven Knowledge Preference Alignment for Retrieval-Augmented Generation
EMNLP 2025 ·
Changle Qu
, Sunhao Dai,
Hengyi Cai
,
Yiyang Cheng
,
Jun Xu
,
Shuaiqiang Wang
,
Dawei Yin
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era
SIGKDD 2024 · Sunhao Dai,
Chen Xu
,
Shicheng Xu
,
Liang Pang
,
Zhenhua Dong
,
Jun Xu
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
ACL 2024 · Sunhao Dai,
Weihao Liu
,
Yuqi Zhou
,
Liang Pang
,
Rongju Ruan
,
Gang Wang
,
Zhenhua Dong
,
Jun Xu
,
Ji-Rong Wen
Modeling User Attention in Music Recommendation
ICDE 2024 · Sunhao Dai,
Ninglu Shao
,
Jieming Zhu
,
Xiao Zhang
,
Zhenhua Dong
,
Jun Xu
,
Quanyu Dai
,
Ji-Rong Wen
Neural Retrievers are Biased Towards LLM-Generated Content
SIGKDD 2024 · Sunhao Dai,
Yuqi Zhou
,
Liang Pang
,
Weihao Liu
,
Xiaolin Hu
,
Yong Liu
,
Xiao Zhang
,
Gang Wang
,
Jun Xu
ReCODE: Modeling Repeat Consumption with Neural ODE
SIGIR 2024 · Sunhao Dai,
Changle Qu
,
Sirui Chen
,
Xiao Zhang
,
Jun Xu
Reinforcing Long-Term Performance in Recommender Systems with User-Oriented Exploration Policy
SIGIR 2024 ·
Changshuo Zhang
,
Sirui Chen
,
Xiao Zhang
, Sunhao Dai,
Weijie Yu
,
Jun Xu
Revisiting Reciprocal Recommender Systems: Metrics, Formulation, and Method
SIGKDD 2024 ·
Chen Yang
, Sunhao Dai,
Yupeng Hou
,
Wayne Xin Zhao
,
Jun Xu
,
Yang Song
,
Hengshu Zhu
SAQRec: Aligning Recommender Systems to User Satisfaction via Questionnaire Feedback
CIKM 2024 ·
Kepu Zhang
,
Teng Shi
, Sunhao Dai,
Xiao Zhang
,
Yinfeng Li
,
Jing Lu
,
Xiaoxue Zang
,
Yang Song
,
Jun Xu
Towards Completeness-Oriented Tool Retrieval for Large Language Models
CIKM 2024 ·
Changle Qu
, Sunhao Dai,
Xiaochi Wei
,
Hengyi Cai
,
Shuaiqiang Wang
,
Dawei Yin
,
Jun Xu
,
Ji-Rong Wen
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning
SIGKDD 2024 ·
Jiakai Tang
, Sunhao Dai,
Zexu Sun
,
Xu Chen
,
Jun Xu
,
Wenhui Yu
,
Lantao Hu
,
Peng Jiang
,
Han Li